In short: an attempt at a mathematical proof as to why humans won't be replaced by LLMs any time soon.
Not sure I have the background to really follow all of this, and I'm not sure this is as reassuring as some might want it to be; but it's an interesting read. Finally I sense the "replacement" won't happen or fail to happen because of facts of the world, but because business will decide it's for the best and will cause things to collapse.